Update README.md

README.md

@@ -6,4 +6,16 @@ metrics:
 - accuracy
 base_model:
 - mistralai/Mistral-7B-Instruct-v0.3
----
+---
+
+Lightweight LoRA adapters trained on the EdinburghNLP/XSum dataset for abstractive news summarization.
+
+The adapters fine-tune Mistral-7B-Instruct-v0.3 using ~50k training and 2k validation samples prepared via a summarization prompt.
+
+Training used the following parameters:
+r=8,
+lora_alpha=16,
+lora_dropout=0.1,
+target_modules=["q_proj", "k_proj", "v_proj", "o_proj"]
+
+Adapters can be merged into the base model for inference using PeftModel.merge_and_unload().